DEVELOPMENT... OpenML
Run
30730

Run 30730

Task 4455 (Supervised Classification) mbagrade Uploaded 13-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I80
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.6402
Per class
Build CPU time
0.0125
Build memory
1768163982.7541
F measure
0.6202
Per class
Kappa
0.2497
KB relative information score
79.3766
Mean absolute error
0.4417
Mean prior absolute error
0.4988
Number of instances
610
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6378
Per class
Predictive accuracy
0.6311
Prior entropy
0.9984
Recall
0.6311
Per class
Relative absolute error
0.8855
Root mean prior squared error
0.4994
Root mean squared error
0.4812
Root relative squared error
0.9636
SciMark benchmark
944.1219